Abstract Harris hawks optimization (HHO) is a population-based metaheuristic algorithm, inspired by the hunting strategy and cooperative behavior of hawks. In this study, HHO hybridized with 10 different chaotic maps to adjust its critical parameters. Hybridization performed using four methods. First, 15 test functions unimodal multimodal features are used for analysis determine most successful...